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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF587 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF587 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
91.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
83.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
63.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
62.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
62.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
61.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
59.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
58.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
57.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
57.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
57.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
56.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
54.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
52.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
50.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
50.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
50.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
50.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
48.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
47.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
47.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
47.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
43.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
42.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
41.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
40.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
40.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF587 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF587 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
71.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
62.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
59.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
57.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
54.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
52.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
49.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
48.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
48.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
47.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
45.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
44.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
44.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
43.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
42.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
41.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
40.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
